2026
Yipene Cedric Francois Bassole, Sungwoo Kim, Jiwoo Jung, Yunsick Sung, "HybridDriveVLA: Vision-Language-Action Model with Visual CoT Reasoning and ToT Evaluation for Autonomous Driving," in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Denver, USA, June 3-7, 2026, In press.
Yongphil Seo, Yunsick Sung, "Enhanced Random Ensemble Mixture: Weight Referring and Merging," Applied Science, Vol. 16, Issue 4, No. 1738, 2026. (SCIE)
Youngmin Ji, Inho Lee, Yunsick Sung, "Keyword-Centered Rescheduling for LLM Agents," Cognitive Computation, Vol. 18, No. 17, 2026. (SCIE, Q1)
Shuyu Li, Dooho Choi, Yunsick Sung, "MIDILM: A Dual-Path Model for Controllable Text-to-MIDI Generation,” in Proceedings of the AAAI Conference on Artificial Intelligence, Singapore, February 20-27, 2026.
Sungwon Cho, Youngmin Ji, Yunsick Sung, "Extroversion-Introversion Rescheduler in Generative Agent via Few-Shot Prompting," Applied Science, Vol. 16, Issue 2, No. 883, 2026. (SCIE, Undergraduate Students)
Jiwoo Jung, Yipene Cedric Francois Bassole, Yunsick Sung, "Physics-informed Neural Network and Momentum Contrastive Learning for Battery State of Health Estimation," Complex & Intelligent Systems, Vol. 12, No. 73, 2026. (SCIE)
2025
Dooho Choi, Yunsick Sung, "PixTention: Dynamic Pixel-Level Adaptor Using Attention Maps," Image and Vision Computing, Vol. 163, No. 105746, 2025. (SCIE, Q1)
Shuyu Li, Yunsick Sung, "Type-based Mixture of Experts and Semi-Supervised Multi-task Pre-training for Symbolic Music," Expert Systems with Applications, Vol. 292, No. 128613, 2025. (SCIE, Q1)
Sungwoo Kim, Yongjin Lee, Yunsick Sung, “Enhancing Safety of Vision-Language Reasoning through Model-to-Model Deliberation,” Complex & Intelligent Systems, Vol. 11, No. 464, 2025. (SCIE, Q1)
Sang-Geol Lee, Yunsick Sung, Jong Hyuk Park, "Motion Estimation Framework and Authoring Tools Based on MYOs and Bayesian Probability," Multimedia Tools and Applications, Vol. 84, pp. 36235-36254, 2025. (SCIE)
Seonpyo Kim, Geonhui Kim, Shoki Yagishita, Daewoon Han, Jeonghyeon Im, Yunsick Sung, "Enhancing Diffusion-Based Music Generation Performance with LoRA," Applied Sciences, Vol. 15, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Hohyeon Shin, Jeonghyeon Im, Yunsick Sung, "Enhancing MusicGen with Prompt Tuning," Applied Sciences, Vol. 15, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Donghyeon Kim, Minki Park, Jungsun Lee, Inho Lee, Jeonghyeon Jin, Yunsick Sung, "Enhanced Semantic Retrieval with Structured Prompt and Dimensionality Reduction for Big Data," Mathematics, Vol. 13, Issue 15, 2025. (SCIE, Q1, Undergraduate Students)
Yein Choi, Sungwoo Kim, Yipene Cedric Francois Bassole, Yunsick Sung, "Enhanced Retrieval-Augmented Generation Using Low-Rank Adaptation," Applied Sciences, Vol. 15, Issue 8, 2025. (SCIE, Q1, Undergraduate Students)